Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9884447 | 0.9363473 | 0.7764905 |
| bt | 0.9366706 | 0.7649573 | 0.4455934 |
| maxnet | 0.9455409 | 0.8184885 | NA |
| gam | 0.9539193 | 0.7726046 | 0.5114693 |
| glm | 0.9400585 | 0.7911606 | 0.4073420 |